qubvel

stable-diffusion

A latent text-to-image diffusion model

whisper

Robust Speech Recognition via Large-Scale Weak Supervision

fairseq

Facebook AI Research Sequence-to-Sequence Toolkit written in Python.

qdrant

Qdrant - High-performance, massive-scale Vector Database for the next generation of AI. Also available in the cloud https://cloud.qdrant.io/

guidance

A guidance language for controlling large language models.

pytorch-grad-cam

Advanced AI Explainability for computer vision. Support for CNNs, Vision Transformers, Classification, Object detection, Segmentation, Image similarity and more.

chatgpt_telegram_bot

notebooks

Examples and tutorials on using SOTA computer vision models and techniques. Learn everything from old-school ResNet, through YOLO and object-detection transformers like DETR, to the latest models like Grounding DINO and SAM.

3D-ResNets-PyTorch

3D ResNets for Action Recognition (CVPR 2018)

lightning-hydra-template

PyTorch Lightning + Hydra. A very user-friendly template for ML experimentation. ⚡🔥⚡

NeMo-Guardrails

NeMo Guardrails is an open-source toolkit for easily adding programmable guardrails to LLM-based conversational systems.

guardrails

Adding guardrails to large language models.

vissl

VISSL is FAIR's library of extensible, modular and scalable components for SOTA Self-Supervised Learning with images.

argilla

Argilla is a collaboration platform for AI engineers and domain experts that require high-quality outputs, full data ownership, and overall efficiency.

stat_rethinking_2023

Statistical Rethinking Course for Jan-Mar 2023

lion-pytorch

🦁 Lion, new optimizer discovered by Google Brain using genetic algorithms that is purportedly better than Adam(w), in Pytorch

MedicalNet

Many studies have shown that the performance on deep learning is significantly affected by volume of training data. The MedicalNet project provides a series of 3D-ResNet pre-trained models and relative code.

fastdup

fastdup is a powerful free tool designed to rapidly extract valuable insights from your image & video datasets. Assisting you to increase your dataset images & labels quality and reduce your data operations costs at an unparalleled scale.

K3D-jupyter

K3D lets you create 3D plots backed by WebGL with high-level API (surfaces, isosurfaces, voxels, mesh, cloud points, vtk objects, volume renderer, colormaps, etc). The primary aim of K3D-jupyter is to be easy for use as stand alone package like matplotlib, but also to allow interoperation with existing libraries as VTK.

pigeon

🐦 Quickly annotate data from the comfort of your Jupyter notebook

open-metric-learning

Library for metric learning pipelines and models.

UniverSeg

UniverSeg: Universal Medical Image Segmentation

res-loglikelihood-regression

Code for "Human Pose Regression with Residual Log-likelihood Estimation", ICCV 2021 Oral

fds

Fast Data Science, AKA fds, is a CLI for Data Scientists to version control data and code at once, by conveniently wrapping git and dvc

qmlcourse

Quantum Machine Learning Community Course

opti_models

PyTorch optimizations and benchmarking

base64ToImageConverters

Library for converting from RGB / GrayScale image to base64 and back.

greedy_ensembles_training

Greedy Bayesian Posterior Approximation with Deep Ensembles. A. Tiulpin and M. B. Blaschko. (2021)

human_in_the_loop_task

Домашнее задание для студентов ВШЭ и ШАДа по реализации концепции human in the loop с помощью краудсорсинга

tiger_keypoint_detection

https://cvwc2019.github.io/challenge.html